Fabian Martin Mager

On convex decision regions in deep network representations

2023 · arXiv (Cornell University)

Current work on human-machine alignment aims at understanding machine-learned latent spaces and their correspondence to human representations. G{ä}rdenfors' conceptual spaces is a prominent framework for understanding human representations. Convexity of object regions in conceptual spaces …